Dataset Open Access

Host network traffic time series 2019/01

Jirsik, Tomas; Smeriga, Juraj


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{
  "inLanguage": {
    "alternateName": "eng", 
    "@type": "Language", 
    "name": "English"
  }, 
  "description": "<p><em><strong>General info</strong></em></p>\n\n<p>Dataset&nbsp;was collected over one <strong>month period in January 2019</strong>. The observation points for the collection of IP flows were located at the borders of the university campus network. The campus university network has /16 CIDR IPv4 network range at disposal and contains various network segments from segments connecting dormitories, over server segments, to a segment containing working stations of university administrative workers. The size of the raw IP flows used to create the dataset was over 860GB. <strong>A host in our dataset is identified by its source IPv4 address. &nbsp;</strong><br>\n&nbsp;</p>\n\n<p><em><strong>Variables</strong></em></p>\n\n<p>The dataset contains the following variables:</p>\n\n<ul>\n\t<li><strong>Aggregations</strong> - created from five-minute total volumes aggregated&nbsp;over&nbsp;one-hour disjoint windows using&nbsp;mean/max/min aggregation functions\n\n\t<ul>\n\t\t<li><strong># of flows (FL) </strong>- number of flows for a given source IP&nbsp;</li>\n\t\t<li><strong># of packets (PKT)</strong> -&nbsp;number of packets for a given source IP</li>\n\t\t<li><strong># of bytes (BYT)</strong> -&nbsp;number of packets for a given source IP</li>\n\t\t<li><strong>flow duration (DUR)</strong> - average flow duration in seconds</li>\n\t</ul>\n\t</li>\n\t<li><strong>Distinct Counts&nbsp;</strong>- count of distinct values for each variable in five-minute window aggregated&nbsp;over&nbsp;one-hour disjoint windows using&nbsp;mean/max/min aggregation functions\n\t<ul>\n\t\t<li><strong># of peers (PEER)</strong> - number of distinct communication peers for a given source IP</li>\n\t\t<li><strong># of ports (PORTS)</strong> - number of distinct destination ports&nbsp;for a given source IP</li>\n\t\t<li><strong># of protocols (PROTO)</strong> - number of distinct communication protocols&nbsp;for a given source IP</li>\n\t\t<li><strong># of AS numbers (AS)</strong> - number of distinct destination AS numbers for a given source IP</li>\n\t\t<li><strong># of countries (CTRY)</strong> - number of distinct destination countries&nbsp;for a given source IP</li>\n\t</ul>\n\t</li>\n\t<li><strong>Labels</strong>\n\t<ul>\n\t\t<li><strong>Range (RNG)</strong> - a network range a host belongs to (anonymized)</li>\n\t\t<li><strong>Unit (UNT) </strong>- an administrative unit owning the network range</li>\n\t\t<li><strong>Sub-unit (SUB-UNT)</strong> - a sub-unit of the unit</li>\n\t</ul>\n\t</li>\n</ul>\n\n<p>&nbsp;</p>\n\n<p><em><strong>Dataset format</strong></em></p>\n\n<ul>\n\t<li>The dataset is in <strong>comma-separated values (CSV)</strong> format.&nbsp;</li>\n\t<li><strong>Header</strong> - multilevel, first 3 lines\n\t<ul>\n\t\t<li>1 level - aggregation type {mean|min|max}</li>\n\t\t<li>2 level - variable {see above}</li>\n\t\t<li>3 level - hour of a day {00,01,02,03,...,22,23}</li>\n\t</ul>\n\t</li>\n\t<li><strong>Lablels</strong> - last 4 columns</li>\n\t<li><strong>Dataset size&nbsp;</strong>\n\t<ul>\n\t\t<li>rows: 65536 host records&nbsp;+ 3 headers</li>\n\t\t<li>columns: 648 variables + 4 labels</li>\n\t</ul>\n\t</li>\n</ul>\n\n<p>&nbsp;</p>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Masaryk University", 
      "@type": "Person", 
      "name": "Jirsik, Tomas"
    }, 
    {
      "affiliation": "Masaryk University", 
      "@type": "Person", 
      "name": "Smeriga, Juraj"
    }
  ], 
  "url": "https://zenodo.org/record/2669079", 
  "datePublished": "2019-05-06", 
  "version": "1.0.0", 
  "keywords": [
    "network traffic", 
    "time series", 
    "host", 
    "clustering", 
    "classification"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/3a5e150a-3fa9-47c1-befd-c1876758b27b/host-network-traffic-time-series-2019-01-annon.csv", 
      "encodingFormat": "csv", 
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  "identifier": "https://doi.org/10.5281/zenodo.2669079", 
  "@id": "https://doi.org/10.5281/zenodo.2669079", 
  "@type": "Dataset", 
  "name": "Host network traffic time series 2019/01"
}
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